DocumentCode
2979538
Title
Considering Learning Styles in Learning Management Systems: Investigating the Behavior of Students in an Online Course
Author
Graf, Sabine ; Kinshuk
Author_Institution
Vienna University of Technology
fYear
2006
fDate
Dec. 2006
Firstpage
25
Lastpage
30
Abstract
Many researchers agree that considering learning styles increases the learning progress and makes learning easier for students. Learning management systems (LMS) are very successful in e-education but do not incorporate learning styles. As a requirement for taking learning styles into consideration in LMS, the behavior of students in online courses needs to be investigated. In this paper, we analyze the behavior of 43 students based on their learning styles and predefined patterns of behavior. Firstly, we concentrated on whether students with different learning style preferences act differently in the course. This information can be used to create courses that include features for each learning style. Secondly, we investigated correlations between the learning style preferences and the behavior of students during the course. These correlations can be use to develop an approach for identifying learning styles in LMS based on students¿ behavior.
Keywords
Adaptive systems; Content management; Education; Educational institutions; Educational technology; Internet; Least squares approximation; Management information systems; Pattern analysis; Technology management;
fLanguage
English
Publisher
ieee
Conference_Titel
Semantic Media Adaptation and Personalization, 2006. SMAP '06. First International Workshop on
Conference_Location
Athens, Greece
Print_ISBN
0-7695-2692-6
Type
conf
DOI
10.1109/SMAP.2006.13
Filename
4041954
Link To Document